Step 1: Concept Overview:
This problem requires simplifying a matrix polynomial expression. The solution leverages properties of matrix algebra and the given condition \( A^2 = I \). Because a matrix \( A \) and the identity matrix \( I \) commute (\( AI = IA = A \)), standard binomial expansion formulas are applicable.
Step 2: Core Methodology:
The binomial expansion formulas utilized are:
Step 3: Detailed Derivation:
The expansion of \( (A - I)^3 \) and \( (A + I)^3 \) is performed:
\[ (A - I)^3 = A^3 - 3A^2I + 3AI^2 - I^3 \]
Given \( I^n = I \) and \( A^2 = I \), this simplifies to:
\[ (A - I)^3 = A^3 - 3A^2 + 3A - I \]
The second term expansion is:
\[ (A + I)^3 = A^3 + 3A^2I + 3AI^2 + I^3 = A^3 + 3A^2 + 3A + I \]
Adding the two expansions yields:
\[ (A - I)^3 + (A + I)^3 = (A^3 - 3A^2 + 3A - I) + (A^3 + 3A^2 + 3A + I) \]
\[ = 2A^3 + 6A \]
Using the given \( A^2 = I \), we derive \( A^3 \):
\[ A^3 = A^2 \cdot A = I \cdot A = A \]
Substituting \( A^3 = A \) into the sum:
\[ (A - I)^3 + (A + I)^3 = 2(A) + 6A = 8A \]
Subtracting the final term from the original expression:
\[ (A - I)^3 + (A + I)^3 - 3A = 8A - 3A = 5A \]
Step 4: Conclusion:
The expression evaluates to 5A.